Table 2 Misclassification rates throughout the recursive RF process
Iteration | Number of variables | OOB-ER overall misclassification (%) | Non-atopic misclassification (%) | Atopic misclassification (%) |
|---|---|---|---|---|
1 | 254,460 | 38.43 | 19.87 | 78.95 |
2 | 127,230 | 35.12 | 17.46 | 73.68 |
3 | 63,615 | 33.05 | 19.27 | 63.15 |
4 | 31,807 | 27.68 | 10.24 | 65.78 |
5 | 15,903 | 24.38 | 9.03 | 57.89 |
6 | 7,951 | 16.94 | 4.21 | 44.73 |
7 | 3,975 | 14.87 | 5.42 | 35.52 |
8 | 1,987 | 11.15 | 4.21 | 26.31 |
9 | 993 | 11.57 | 4.81 | 26.31 |
10 | 496 | 9.09 | 5.42 | 17.10 |
11 | 248 | 8.67 | 5.42 | 15.78 |
12 | 124 | 9.09 | 5.42 | 17.10 |
13 | 62 | 9.50 | 7.22 | 14.47 |
14 | 31 | 11.98 | 9.63 | 17.10 |
15 | 15 | 15.70 | 13.85 | 19.73 |